Lena Mondrejevski

According to our database, Lena Mondrejevski authored at least 7 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

SepsisVision: Web-Based Support Tool for Sepsis Mortality Risk Screening Through Explanatory and Exploratory User Interfaces.

Kent Fredriksdotter, Alejandro Kuratomi, Lena Mondrejevski, Luis Quintero

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

X4FL: Explainability for Federated Learning in ICU Mortality Prediction.

Lena Mondrejevski, Ioanna Miliou, Annaclaudia Montanino, Claudius Diez, Panagiotis Papapetrou

Proceedings of the IEEE International Conference on Data Mining, 2025

2024

MASICU: A Multimodal Attention-based classifier for Sepsis mortality prediction in the ICU.

Lena Mondrejevski, Franco Rugolon, Ioanna Miliou, Panagiotis Papapetrou

Proceedings of the 37th IEEE International Symposium on Computer-Based Medical Systems, 2024

2023

Predicting Sepsis Onset with Deep Federated Learning.

Lena Mondrejevski, Daniel Azzopardi, Ioanna Miliou

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023

Early prediction of the risk of ICU mortality with Deep Federated Learning.

Korbinian Randl, Núria Lladós Armengol, Lena Mondrejevski, Ioanna Miliou

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

2022

FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction.

Lena Mondrejevski, Ioanna Miliou, Annaclaudia Montanino, David Pitts, Jaakko Hollmén, Panagiotis Papapetrou

Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022

2019

FISUL: A Framework for Detecting Adverse Drug Events from Heterogeneous Medical Sources Using Feature Importance.

Corinne G. Allaart, Lena Mondrejevski, Panagiotis Papapetrou

Proceedings of the Artificial Intelligence Applications and Innovations, 2019